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Parallelized sobel filter with CUDA

Comparison between applying Sobel filter on CPU vs GPU.
You can read the Summary here.
Here's the Collab notebook link.

Curve

Comparison of GPU and CPU execution time

GPU vs CPU outputs

Comparison of GPU and CPU outputs

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Execution time comparison between applying Sobel filter on CPU vs GPU

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